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Digitization in Controlling

Name: Digitization in Controlling
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 25209780
Price: 53.79 EUR
Availability: InStock
Author: Andre Große Kamphake
ISBN: 9783658287405

Forecasting Processes through Automation

Andre Große Kamphake

Language

English

Book Paperback

Libristo code: 25209780

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, January 2020

Andre Große Kamphake deals with the digitization in controlling and focuses in this context on the a... Full description

Libristo code: 25209780

132 b

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Andre Große Kamphake deals with the digitization in controlling and focuses in this context on the analysis of automated forecasting processes within a chemical company. He aims at outlining to what extent and how accurate forecasting processes can be automated in the age of digitization and big data. Therefore, the forecast of the working capital is put at the center since it plays a leading role for the cash collection process. Based on data from 2015 to 2018, two different forecasting models are combined to optimally predict the different components contained in the working capital. The author manages to prove that both a trained forecasting algorithm achieves a prediction accuracy of 92.49 % and statistical methods in machine learning lead to a significant increase in forecasts compared to naive forecasting models.